To overcome the distribution mismatch problem, we induce noise in the player agent and record the demonstrations of the agent recovering from the noise as provided by the expert demonstrator. Unlike [1]} who induce a fixed duration temporal noise in the steering, we induce both positive and negative temporal noises in the steering, brake and throttle; the probability and duration of which are sampled from a uniform distribution.
